Publications related to TensorFlow

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TensorFlow

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Tensor train approximation of moment equations for elliptic equations with lognormal coefficient

Reduced Basis Methods: From Low-Rank Matrices To Low-Rank Tensors

Riemannian Optimization for Solving High-Dimensional Problems with Low-Rank Tensor Structure

Learning to Assign Orientations to Feature Points

Parallel algorithms for tensor completion in the CP format

MATHICSE Technical Report : Multilevel tensor approximation of PDEs with random data

Tensor low-rank and sparse light field photography

Riemannian Optimization For High-Dimensional Tensor Completion

MATHICSE Technical Report : Multigrid methods combined with low-rank approximation for tensor structured Markov chains

MATHICSE Technical Report: Benchmark problems on stochastic automata networks in tensor train format